Introduction
Unitlab is an innovative AI platform designed to assist machine learning teams in managing, labeling, and enhancing data for computer vision tasks. Its user-friendly interface and robust features provide an efficient workflow, from uploading data to annotating and evaluating AI models. With capabilities like auto-annotation, project management, and dataset version control, Unitlab accelerates the development of AI applications.
background
Unitlab, developed by a dedicated team of AI specialists, offers a comprehensive solution for data annotation needs. With a focus on ease of use and advanced functionality, Unitlab has become a go-to platform for AI model development, supporting a wide range of use cases across various industries.
Features of Unitlab
HumanInstanceSegmentation
Utilizes the YOLOv8-Seg model for precise human instance segmentation, extracting the 'person' class from predictions.
ProjectManagement
Enables direct data upload, class addition, and member assignment through an intuitive dashboard.
Auto-Annotation
Combines auto-annotation tools with human reviewers for efficient and accurate data labeling.
WorkspaceManagement
Provides multiple workspaces for different projects and teams, with role-based access control.
DatasetManagement
Allows for version control and management of datasets, ensuring organized and consistent annotation processes.
CLI/SDK
Offers command-line tools for users who prefer more control over their data annotation projects.
MemberAnalytics
Monitors team productivity and performance, providing insights for better resource allocation.
How to use Unitlab?
Unitlab provides a step-by-step guide for new users, starting from account creation to project setup, data uploading, class definition, member addition, and detailed annotation instructions. The platform also offers tutorials on how to utilize auto-annotation features and integrate AI models for enhanced productivity.
FAQ about Unitlab
- Is Unitlab free to use?
- Yes, Unitlab offers a free plan suitable for hobbyists, students, and individual users, with limitations on members and monthly auto-labeling.
- Can I switch plans after creating an account?
- Yes, you can start with a Free Plan and switch to a different plan based on your needs.
- How is the price of the Data Labeling Service calculated?
- Pricing starts at $0.02 per image, depending on annotation types, number of classes, and objects per image.
- How do I set up Unitlab On-Premises in my local workspace?
- Unitlab offers scalable On-Premises solutions. Contact sales for a consultation and installation.
- What features are included in the free plan?
- The free plan includes 3 members, 10K source images, and 1K auto-labeling per month, along with private datasets.
Usage Scenarios of Unitlab
AcademicResearch
Use Unitlab for data annotation in computer vision research, enhancing the efficiency of academic projects.
AIProductDevelopment
Leverage Unitlab's annotation tools for building and training AI models in product development cycles.
IndustryInnovation
Integrate Unitlab into industrial processes to solve complex tasks with the aid of AI models.
Healthcare
Employ Unitlab's auto-annotation for medical imaging, aiding in tasks such as cell counting and health detection.
E-Commerce
Streamline product image annotation for e-commerce platforms, improving catalog accuracy and customer experience.
User Feedback
Users report high satisfaction with Unitlab's ease of use and powerful annotation features.
Many users have noted significant improvements in their workflow efficiency after adopting Unitlab.
Positive feedback on Unitlab's responsive customer support and helpful documentation.
Users appreciate the innovative auto-annotation features, particularly the Magic-Touch tool.
Praise for the platform's capability to integrate seamlessly with existing AI workflows.
others
Unitlab has been recognized for its ability to cater to a wide range of users, from individual researchers to large enterprises. The platform's flexibility and scalability are often highlighted as key strengths, allowing users to grow their projects without limitations.